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BWGAN Pytorch

Unofficial Pytorch implementation of Banach WGAN https://arxiv.org/pdf/1806.06621.pdf

Our report

Example, s = -2, p = 2

Training (following arguments are required, see python train.py -h for further information):

python train.py --dataset DATASET --name EXPERIMENT --cuda ID --s S --p P

FID and Inception Score calculating:

python fid.py --original PATH_TO_ORIGINAL_DATASET --generated PATH_TO_GENERATED --models PATH_TO_TRAINED_MODELS --cuda ID

python inception.py --path PATH_TO_DATASET --cuda ID

Requirements:

  • Pytorch>= 1.0.0
  • Latest CUDA GPU for acceleration

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